Read and write parquet files from the PowerShell commandline

Automated Delta table maintenance for Microsoft Fabric Lakehouses: OPTIMIZE, V-Order, VACUUM, and conditional repartitioning across every table, with SKU-aware guardrails and a Delta log table for run history.

OneLake File Explorer for macOS - native Finder integration with Microsoft Fabric

🌿 Microsoft Fabric E2E Tutorial: 🌊Lakehouse | 💙Data Science | ⚡Real-Time Intelligence | 🪣Data warehouse

Is trip time or trip distance the largest contributor to passenger fares

Agent skills for building Microsoft Fabric Apps (preview): headless deploys, browser-to-Lakehouse live reads, and transactional write-back architecture. Battle-tested recipes for Claude Code and compatible agents.

End of Power BI? A two-app Microsoft Fabric translytical demo: an operational self-checkout that writes sales, and a Direct Lake analytics dashboard that reads them back near real time. Built with Rayfin.

Practical Microsoft learning blueprints for Fabric, Power BI, Azure Data, AI, governance, CI/CD, and real-world analytics engineering projects.

2026 · Microsoft Fabric lakehouse — OneLake medallion serving BI (Direct Lake), analysts (SQL) & data science from one Gold layer.

Production-pattern healthcare data lakehouse: a Bronze→Silver→Gold medallion over Synthea Coherent FHIR, built twice — Polars + delta-rs locally and Spark + Delta on Microsoft Fabric — orchestrated with Dagster, emitting one versioned, test-gated Gold data contract.

Microsoft Fabric end-to-end analytics platform — Lakehouses, Dataflow Gen2, Fabric Warehouse, OneLake

Hands-on Microsoft Fabric project demonstrating end-to-end data analysis with Apache Spark—covering data ingestion, transformation with PySpark, Parquet storage, Delta tables, SQL querying, and visualization using matplotlib and seaborn.

Microsoft Fabric 8-week deep learning plan with hands-on labs, deep dives (Mirroring, Data Agents, Fabric IQ, MCP), competitive comparison vs Databricks/Snowflake, Databricks coexistence playbook, and ready-to-import ICS calendar.

Reference template: Microsoft Fabric (OneLake) + Azure Machine Learning + Azure AI Foundry agent. Bicep infra, GitHub Actions train/register/deploy, sample notebooks.

MLB play-by-play data pipeline: Azure → Microsoft Fabric migration with incremental ingestion (88% storage savings)

Production-grade ELT pipeline on Microsoft Fabric modernizing 8+ years of retail POS data into a Star Schema using Medallion Architecture. Built with PySpark, Delta Lake, and Power BI Direct Lake mode.

Advanced analytics portal for Microsoft Fabric - Semantic model exploration, anomaly detection, and operational monitoring powered by Streamlit

End-to-end Microsoft Fabric pipeline project demonstrating automated data ingestion from an external source, transformation with PySpark, and loading into Delta tables using orchestrated pipeline activities.

End-to-end Microsoft Fabric analytics on AIHW MyHospitals open data — medallion Lakehouse (Bronze→Silver→Gold), PySpark star schema, Direct Lake + Import Power BI dashboard.

This repository contains a set of three projects that showcase modern data engineering, reporting, and governance capabilities using Microsoft Fabric. The work is structured to represent the responsibilities of a Senior / Lead Analytics Engineer within a large energy company operating at scale.